{"id":"https://openalex.org/W2046897576","doi":"https://doi.org/10.1145/1281192.1281306","title":"LungCAD","display_name":"LungCAD","publication_year":2007,"publication_date":"2007-08-12","ids":{"openalex":"https://openalex.org/W2046897576","doi":"https://doi.org/10.1145/1281192.1281306","mag":"2046897576"},"language":"en","primary_location":{"id":"doi:10.1145/1281192.1281306","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1281192.1281306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003771549","display_name":"R. Bharat Rao","orcid":"https://orcid.org/0009-0004-7995-7338"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"R. Bharat Rao","raw_affiliation_strings":["Siemens Medical Solutions, Malvern, PA","Siemens, Medical Solutions, Malvern PA#TAB#"],"affiliations":[{"raw_affiliation_string":"Siemens Medical Solutions, Malvern, PA","institution_ids":[]},{"raw_affiliation_string":"Siemens, Medical Solutions, Malvern PA#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051393532","display_name":"Jinbo Bi","orcid":"https://orcid.org/0000-0001-6996-4092"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jinbo Bi","raw_affiliation_strings":["Siemens Medical Solutions, Malvern, PA","Siemens, Medical Solutions, Malvern PA#TAB#"],"affiliations":[{"raw_affiliation_string":"Siemens Medical Solutions, Malvern, PA","institution_ids":[]},{"raw_affiliation_string":"Siemens, Medical Solutions, Malvern PA#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111408590","display_name":"Glenn Fung","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Glenn Fung","raw_affiliation_strings":["Siemens Medical Solutions, Malvern, PA","Siemens, Medical Solutions, Malvern PA#TAB#"],"affiliations":[{"raw_affiliation_string":"Siemens Medical Solutions, Malvern, PA","institution_ids":[]},{"raw_affiliation_string":"Siemens, Medical Solutions, Malvern PA#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039949275","display_name":"Marcos Salganicoff","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcos Salganicoff","raw_affiliation_strings":["Siemens Medical Solutions, Malvern, PA","Siemens, Medical Solutions, Malvern PA#TAB#"],"affiliations":[{"raw_affiliation_string":"Siemens Medical Solutions, Malvern, PA","institution_ids":[]},{"raw_affiliation_string":"Siemens, Medical Solutions, Malvern PA#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086399744","display_name":"Nancy A. Obuchowski","orcid":"https://orcid.org/0000-0003-1891-7477"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nancy Obuchowski","raw_affiliation_strings":["Cleveland Clinic Foundation, Cleveland, OH"],"affiliations":[{"raw_affiliation_string":"Cleveland Clinic Foundation, Cleveland, OH","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026726585","display_name":"David P. Naidich","orcid":"https://orcid.org/0000-0003-3751-5836"},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Naidich","raw_affiliation_strings":["New York University Medical Center, New York, NY","New York University Medical Center, New York, NY;"],"affiliations":[{"raw_affiliation_string":"New York University Medical Center, New York, NY","institution_ids":["https://openalex.org/I2799503643","https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University Medical Center, New York, NY;","institution_ids":["https://openalex.org/I2799503643","https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003771549"],"corresponding_institution_ids":["https://openalex.org/I1325886976"],"apc_list":null,"apc_paid":null,"fwci":1.4245,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.82647793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1033","last_page":"1037"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13759","display_name":"Medical Imaging and Pathology Studies","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49761298298835754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49761298298835754}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1281192.1281306","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1281192.1281306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W92269582","https://openalex.org/W1509445416","https://openalex.org/W1780272748","https://openalex.org/W1980492776","https://openalex.org/W2048393947","https://openalex.org/W2048401776","https://openalex.org/W2066063421","https://openalex.org/W2083432437","https://openalex.org/W2107143555","https://openalex.org/W2115021872","https://openalex.org/W2125508569","https://openalex.org/W2126901657","https://openalex.org/W2148469355","https://openalex.org/W2990138404","https://openalex.org/W4232875550","https://openalex.org/W4234552385","https://openalex.org/W6641097993"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"We":[0,23,80],"present":[1],"LungCAD,":[2,135],"a":[3,11,50,63,77,90,130],"computer":[4],"aided":[5],"diagnosis":[6],"(CAD)":[7],"system":[8,73],"that":[9,55,70,121,124],"employs":[10],"classification":[12],"algorithm":[13],"for":[14,108,137,158],"detecting":[15,109,138],"solid":[16,110],"pulmonary":[17,111],"nodules":[18,112,139],"from":[19,49,113,150],"CT":[20,114],"thorax":[21,115],"studies.":[22,116],"briefly":[24],"describe":[25,81],"some":[26],"of":[27,103],"the":[28,35,68,71,82,101,127,151],"machine":[29,51],"learning":[30,52],"techniques":[31],"developed":[32],"to":[33,99],"overcome":[34],"real":[36],"world":[37],"challenges":[38],"in":[39,47,76,85,105,126,155,160],"this":[40],"medical":[41],"domain.":[42],"The":[43,117],"most":[44],"significant":[45],"hurdle":[46],"transitioning":[48],"research":[53],"prototype":[54],"performs":[56],"well":[57],"on":[58],"an":[59],"in-house":[60],"dataset":[61],"into":[62],"clinically":[64],"deployable":[65],"system,":[66],"is":[67],"requirement":[69],"CAD":[72,104],"be":[74],"tested":[75],"clinical":[78,83,106,118],"trial.":[79],"trial":[84,119,128],"which":[86],"LungCAD":[87,159],"was":[88],"tested:":[89],"large":[91],"scale":[92],"multi-reader,":[93],"multi-case":[94],"(MRMC)":[95],"retrospective":[96],"observational":[97],"study":[98],"evaluate":[100],"effect":[102],"practice":[107],"demonstrates":[120],"every":[122],"radiologist":[123],"participated":[125],"had":[129],"significantly":[131],"greater":[132],"accuracy":[133],"with":[134,147],"both":[136],"and":[140],"identifying":[141],"potentially":[142],"actionable":[143],"nodules;":[144],"this,":[145],"along":[146],"other":[148],"findings":[149],"trial,":[152],"has":[153],"resulted":[154],"FDA":[156],"approval":[157],"late":[161],"2006.":[162]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}